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针对维修保障能力的主要影响因素分析及其影响度的量化问题,以维修保障业务流程作为分析对象,通过建立业务流程参数与装备使用能力的关系函数,建立影响因素和影响度的分析方法,并给出影响程度、关键要素、关键影响要素以及综合影响度定义.以流程数量、效率和稳定性作为分析指标,利用MATLAB软件基于神经网络实现对关系函数的逼近求解,为装备制造企业提供确定关键流程和主要影响因素的系统实现.以某航空装备制造企业维修保障业务流程为例给出具体应用,与专家评价方法相比该方法可获得更为客观的分析结果.
Aiming at the analysis of the main influencing factors of the maintenance ability and the quantification of its impact degree, this paper takes the maintenance and safeguard business process as the analysis object and establishes the analytical method of influencing factors and influence degree by establishing the relationship function between the business process parameters and the equipment using ability The influence degree, the key factor, the key influence factor and the definition of the comprehensive influence degree are given.With the flow quantity, efficiency and stability as the analysis index, the MATLAB software is used to approximate the relation function based on the neural network, which provides the equipment manufacturing enterprise with the key to determine Process and the main influencing factors of the system.With the example of service maintenance and repair business process of an aviation equipment manufacturing enterprise, the concrete application is given, and the method can obtain more objective analysis results than the expert evaluation method.